Stress detection and monitoring based on low-cost mobile thermography

被引:4
|
作者
Baran, Katarzyna [1 ]
机构
[1] Lublin Univ Technol, Lublin, Poland
关键词
mobile thermography; stress detection; low-cost technology; thermal imaging; infrared thermal imaging;
D O I
10.1016/j.procs.2021.08.113
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The high level of stress in modem life is one of the huge problems of the 21st century society, especially in the context of the Covid-19 pandemic. With the pandemic, the need for inexpensive, portable and easy-to-use health monitoring tools (mental and physical) has increased. Of particular importance here is mobile (smartphone) thermography, as it enables the initial detection and self-control of stress, which being intensified nowadays, is the cause of many diseases, depression and health problems. The smartphone thermal imaging camera responds to the strict sanitary guidelines, offering contact-free, painless and non-invasive operation. Additionally, it is included in the group of low-cost solutions available for home use. It is an alternative to commonly used (often expensive and unavailable to everyone): EMG, ECG, EEG, GSR or other high-cost stress detection tools. Thermal imaging by analyzing abnormalities or temperature changes allows for detection application. Therefore, the aim of this work is to determine the possibilities of a low-budget mobile thermal imaging camera in detecting stress, detecting and analyzing stress by identifying the characteristics of psychophysiological signals with the individual characteristics of the participants, along with the correlation. The participants' reactions to the film introducing stress tension up to the climax of the action were recorded thermographically. Data was processed in OpenCV. In the usual observation, stress often remained unnoticed. However, the thermographic analysis provided detailed information on the impact of the film's stressful situation on the participants, with the possibility of distinguishing the stages of stress. The results of the preliminary pilot study were presented, which indicated the variability of temperature and heart rate as important indicators of stress - with the simultaneous significance of individual characteristics of the participant. Smartphone stress thermography is a promising method of monitoring human stress, especially at home. (C) 2021 The Authors. Published by Elsevier B.V.
引用
收藏
页码:1102 / 1110
页数:9
相关论文
共 50 条
  • [1] Two Low-Cost Solutions for Cardiac Mobile Monitoring
    Gonzalez, R. I.
    Guardarrama, R.
    Leon, F.
    Rodriguez, A.
    Jimenez, D.
    [J]. WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 5, 2009, 25 : 188 - 191
  • [2] A Low-cost Mobile Urban Environmental Monitoring System
    Abraham, Kirubakaran
    Pandian, Shunmugham
    [J]. FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS 2013), 2013, : 659 - 664
  • [3] Low-Cost LIDAR-Based Monitoring System for Fall Detection
    Pineiro, Miguel
    Araya, David
    Ruete, David
    Taramasco, Carla
    [J]. IEEE ACCESS, 2024, 12 : 72051 - 72061
  • [4] Low-cost image processing based monitoring and intruder detection system
    Almulhem, AS
    [J]. INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS, AND TECHNOLOGY, PROCEEDINGS, 1999, : 12 - 16
  • [5] Portable Malignant Lesion Detection with Low Cost Mobile Infrared Thermography
    Kockara, Sinan
    Halic, Tansel
    Hudson, Cody
    Loney, Alex
    Crawford, Aaron
    [J]. 2014 IEEE INNOVATIONS IN TECHNOLOGY CONFERENCE (INNOTEK), 2014,
  • [6] Low-Cost Power Monitoring System Using Mobile Handset
    Oh, Seaseung
    Byeon, Gilsung
    Kang, Sang-Hee
    Jang, Gilsoo
    [J]. 2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2011,
  • [7] A Low-Cost Intelligent Mobile Indoor Environment Monitoring System
    Liu, Peng
    Wang, Mingjie
    Dong, Wenkai
    Jiang, Shengqian
    Wang, Yanli
    Zhu, Quan
    Li, Bing
    Chen, Xin
    [J]. PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 226 - 230
  • [8] Utilization of a Low-Cost Sensor Array for Mobile Methane Monitoring
    Silberstein, Jonathan
    Wellbrook, Matthew
    Hannigan, Michael
    [J]. SENSORS, 2024, 24 (02)
  • [9] A Mobile and Low-Cost System for Environmental Monitoring: A Case Study
    Velasco, Alejandro
    Ferrero, Renato
    Gandino, Filippo
    Montrucchio, Bartolomeo
    Rebaudengo, Maurizio
    [J]. SENSORS, 2016, 16 (05)
  • [10] MobiCough: Real-Time Cough Detection and Monitoring Using Low-Cost Mobile Devices
    Cuong Pham
    [J]. INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2016, PT I, 2016, 9621 : 300 - 309